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Caffe-FastFPBP

This code mainly targets at reproducing the results in "Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network". The pre-trained model and the accelerated network definition can be found in /models/zx_lenet_is. This implementation is based on caffe 1.0.

Free free to cite us if you think our code help your research.

@incollection{xu2015efficient,
	title={Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network},
	editor={Wu, Guorong and Coup{\'e}, Pierrick and Zhan, Yiqiang and Munsell, Brent and Rueckert, Daniel},
	author={Xu, Zheng and Huang, Junzhou},
	booktitle={Patch-MI},
	pages={79--86},
	year={2015},
	publisher={Springer International Publishing}
}

Our following paper is also based on this implementation, which you might also want to take a look.

@inproceedings{xu2016detecting,
    title={Detecting 10,000 Cells in One Second},
    author={Xu, Zheng and Huang, Junzhou},
    booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
    pages={676--684},
    year={2016},
    organization={Springer}
}

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The FastFPBP migaration to caffe 1.0

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